

import unittest

from transformers import AlbertTokenizer, AlbertTokenizerFast
from transformers.testing_utils import get_tests_dir, require_sentencepiece, require_tokenizers, slow

from ...test_tokenization_common import TokenizerTesterMixin


lowerCAmelCase_			      =      get_tests_dir('''fixtures/spiece.model''')





@require_sentencepiece
@require_tokenizers
class       snake_case_  (						_snake_case      ,			unittest.TestCase   ):







			'''simple docstring'''

			SCREAMING_SNAKE_CASE	:  int		     =							AlbertTokenizer
			SCREAMING_SNAKE_CASE	:  Any		     =							AlbertTokenizerFast
			SCREAMING_SNAKE_CASE	:  List[str]		     =							True
			SCREAMING_SNAKE_CASE	:  int		     =							True
			SCREAMING_SNAKE_CASE	:  int		     =							True







			def 							snake_case__(	self					:							Any				) ->Optional[Any]:
									super().setUp()

									# We have a SentencePiece fixture for testing
									snake_case_  =      AlbertTokenizer(__snake_case				)
									tokenizer.save_pretrained(self.tmpdirname				)







			def 							snake_case__(	self					:							str				,  _UpperCamelCase					:							List[Any]				) ->Tuple:
									snake_case_  =      """this is a test"""
									snake_case_  =      """this is a test"""
									return input_text, output_text







			def 							snake_case__(	self					:							str				) ->int:
									snake_case_  =      """<pad>"""
									snake_case_  =      0

									self.assertEqual(self.get_tokenizer()._convert_token_to_id(__snake_case				)				,  __snake_case				)
									self.assertEqual(self.get_tokenizer()._convert_id_to_token(__snake_case				)				,  __snake_case				)







			def 							snake_case__(	self					:							Any				) ->List[Any]:
									snake_case_  =      list(self.get_tokenizer().get_vocab().keys()				)

									self.assertEqual(vocab_keys[0]				,  '''<pad>'''				)
									self.assertEqual(vocab_keys[1]				,  '''<unk>'''				)
									self.assertEqual(vocab_keys[-1]				,  '''▁eloquent'''				)
									self.assertEqual(len(__snake_case				)				,  3_0_0_0_0				)







			def 							snake_case__(	self					:							Tuple				) ->Optional[Any]:
									self.assertEqual(self.get_tokenizer().vocab_size				,  3_0_0_0_0				)







			def 							snake_case__(	self					:							Any				) ->List[str]:
									if not self.test_rust_tokenizer:
															return

									snake_case_  =      self.get_tokenizer()
									snake_case_  =      self.get_rust_tokenizer()

									snake_case_  =      """I was born in 92000, and this is falsé."""

									snake_case_  =      tokenizer.tokenize(__snake_case				)
									snake_case_  =      rust_tokenizer.tokenize(__snake_case				)
									self.assertListEqual(__snake_case				,  __snake_case				)

									snake_case_  =      tokenizer.encode(__snake_case				,  add_special_tokens=__snake_case				)
									snake_case_  =      rust_tokenizer.encode(__snake_case				,  add_special_tokens=__snake_case				)
									self.assertListEqual(__snake_case				,  __snake_case				)

									snake_case_  =      self.get_rust_tokenizer()
									snake_case_  =      tokenizer.encode(__snake_case				)
									snake_case_  =      rust_tokenizer.encode(__snake_case				)
									self.assertListEqual(__snake_case				,  __snake_case				)







			def 							snake_case__(	self					:							List[Any]				) ->int:
									snake_case_  =      AlbertTokenizer(__snake_case				,  keep_accents=__snake_case				)

									snake_case_  =      tokenizer.tokenize('''This is a test'''				)
									self.assertListEqual(__snake_case				,  ['''▁this''', '''▁is''', '''▁a''', '''▁test''']				)

									self.assertListEqual(tokenizer.convert_tokens_to_ids(__snake_case				)				,  [4_8, 2_5, 2_1, 1_2_8_9]				)

									snake_case_  =      tokenizer.tokenize('''I was born in 92000, and this is falsé.'''				)
									self.assertListEqual(
									    __snake_case				,  ['''▁i''', '''▁was''', '''▁born''', '''▁in''', '''▁9''', '''2000''', ''',''', '''▁and''', '''▁this''', '''▁is''', '''▁fal''', '''s''', '''é''', '''.''']				)
									snake_case_  =      tokenizer.convert_tokens_to_ids(__snake_case				)
									self.assertListEqual(__snake_case				,  [3_1, 2_3, 3_8_6, 1_9, 5_6_1, 3_0_5_0, 1_5, 1_7, 4_8, 2_5, 8_2_5_6, 1_8, 1, 9]				)

									snake_case_  =      tokenizer.convert_ids_to_tokens(__snake_case				)
									self.assertListEqual(
									    __snake_case				,  ['''▁i''', '''▁was''', '''▁born''', '''▁in''', '''▁9''', '''2000''', ''',''', '''▁and''', '''▁this''', '''▁is''', '''▁fal''', '''s''', '''<unk>''', '''.''']				,  )







			def 							snake_case__(	self					:							Dict				) ->str:
									snake_case_  =      AlbertTokenizer(__snake_case				)

									snake_case_  =      tokenizer.encode('''sequence builders'''				)
									snake_case_  =      tokenizer.encode('''multi-sequence build'''				)

									snake_case_  =      tokenizer.build_inputs_with_special_tokens(__snake_case				)
									snake_case_  =      tokenizer.build_inputs_with_special_tokens(__snake_case				,  __snake_case				)

									assert encoded_sentence == [tokenizer.cls_token_id] + text + [tokenizer.sep_token_id]
									assert encoded_pair == [tokenizer.cls_token_id] + text + [tokenizer.sep_token_id] + text_a + [
									    tokenizer.sep_token_id
									]







			@slow
			def 							snake_case__(	self					:							Optional[int]				) ->Optional[Any]:
									# fmt: off
									snake_case_  =      {"""attention_mask""": [[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]], """input_ids""": [[2, 2_1_9_7_0, 1_3, 5, 6_0_9_2, 1_6_7, 2_8, 7_1_0_3, 2_1_5_3, 6_7_3, 8, 7_0_2_8, 1_2_0_5_1, 1_8, 1_7, 7_1_0_3, 2_1_5_3, 6_7_3, 8, 3_5_1_5, 1_8_6_8_4, 8, 4_4_6_1, 6, 1_9_2_7, 2_9_7, 8, 1_2_0_6_0, 2_6_0_7, 1_8, 1_3, 5, 4_4_6_1, 1_5, 1_0_5_3_8, 3_8, 8, 1_3_5, 1_5, 8_2_2, 5_8, 1_5, 9_9_3, 1_0_3_6_3, 1_5, 1_4_6_0, 8_0_0_5, 4_4_6_1, 1_5, 9_9_3, 2_5_5, 2_3_2_8, 9, 9, 9, 6, 2_6, 1_1_1_2, 8_1_6, 3_2_6_0, 1_3, 5, 1_0_3, 2_3_7_7, 6, 1_7, 1_1_1_2, 8_1_6, 2_7_8_2, 1_3, 5, 1_0_3, 1_0_6_4_1, 6, 2_9, 8_4, 2_5_1_2, 2_4_3_0, 7_8_2, 1_8_6_8_4, 2_7_6_1, 1_9, 8_0_8, 2_4_3_0, 2_5_5_6, 1_7, 8_5_5, 1_4_8_0, 9_4_7_7, 4_0_9_1, 1_2_8, 1_1_7_1_2, 1_5, 7_1_0_3, 2_1_5_3, 6_7_3, 1_7, 2_4_8_8_3, 9_9_9_0, 9, 3], [2, 1_1_5_0_2, 2_5, 1_0_0_6, 2_0, 7_8_2, 8, 1_1_8_0_9, 8_5_5, 1_7_3_2, 1_9_3_9_3, 1_8_6_6_7, 3_7, 3_6_7, 2_1_0_1_8, 6_9, 1_8_5_4, 3_4, 1_1_8_6_0, 1_9_1_2_4, 2_7, 1_5_6, 2_2_5, 1_7, 1_9_3, 4_1_4_1, 1_9, 6_5, 9_1_2_4, 9, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [2, 1_4, 2_2_3_1, 8_8_6, 2_3_8_5, 1_7_6_5_9, 8_4, 1_4, 1_6_7_9_2, 1_9_5_2, 9, 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]], """token_type_ids""": [[0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]]}  # noqa: E501
									# fmt: on

									self.tokenizer_integration_test_util(
									    expected_encoding=__snake_case				,  model_name='''albert-base-v2'''				,  revision='''6b6560eaf5ff2e250b00c50f380c5389a9c2d82e'''				,  )



'''simple docstring'''


import math







def      snake_case_  (    SCREAMING_SNAKE_CASE__	):







				"""simple docstring"""





				assert isinstance(SCREAMING_SNAKE_CASE__				, SCREAMING_SNAKE_CASE__	) and (
				    number >= 0
				), "'number' must been an int and positive"

				if 1 < number < 4:
								# 2 and 3 are primes
								return True
				elif number < 2 or not number % 2:
								# Negatives, 0, 1 and all even numbers are not primes
								return False

				_SCREAMING_SNAKE_CASE					:			List[str]							= range(3				, int(math.sqrt(SCREAMING_SNAKE_CASE__	) + 1	)				, 2	)
				return not any(not number % i for i in odd_numbers	)







def      snake_case_  (    SCREAMING_SNAKE_CASE__				, SCREAMING_SNAKE_CASE__=1				, **SCREAMING_SNAKE_CASE__	):







				"""simple docstring"""





				_SCREAMING_SNAKE_CASE					:			Dict							= factor * value
				_SCREAMING_SNAKE_CASE					:			Optional[Any]							= value

				while not is_prime(SCREAMING_SNAKE_CASE__	):
								value += 1 if not ("desc" in kwargs and kwargs["desc"] is True) else -1

				if value == first_value_val:
								return next_prime(value + 1				, **SCREAMING_SNAKE_CASE__	)
				return value




